Jitter Analysis Using Adaptive Detection Thresholds

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Solution Overview

Problem

Traditional jitter measurements in digital signals often require adapting the signal to a single detection threshold, which can lead to misleading or erroneous results due to changes in the signal's waveshape or introduction of offset voltages.

Innovation Solution

A method using a decision feedback equalizer to generate multiple detection thresholds based on symbols in the input signal, allowing for more accurate timing characteristic evaluation by adapting the detection threshold to the signal rather than the signal to the threshold.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Device complexity

If a single detection threshold is used for jitter measurement, then the measurement process is simple, but the measurement precision deteriorates due to misleading or erroneous results

Engineering Contradiction:
Improvemeasurement process complexityVSAvoidjitter measurement accuracy
Core Design Contradiction:
Device complexityVSMeasurement precision

Solution Approach 1:

The single detection threshold is segmented into multiple detection thresholds corresponding to different symbol levels. Each threshold is specifically designed for detecting transitions associated with particular symbol values, thereby improving measurement precision without significantly increasing overall system complexity.

Inventive Principle:
Principle #1Segmentation

Solution Approach 2:

The detection threshold is transformed from a static single-value parameter to a dynamic multi-value parameter that adapts based on the detected symbol. This allows the measurement system to automatically select the appropriate threshold for each symbol type, resolving the contradiction between simplicity and accuracy.

Inventive Principle:
Principle #15Dynamics

2Ease of operation

If the digital signal is adapted to a single detection threshold, then the measurement process becomes easier, but measurement precision worsens due to waveshape changes and offset voltage introduction

Engineering Contradiction:
Improvesignal adaptation easeVSAvoidjitter measurement accuracy
Core Design Contradiction:
Ease of operationVSMeasurement precision

Solution Approach 1:

Instead of adapting the signal to match a fixed threshold, the approach is inverted: multiple thresholds are created to match the signal's different symbol levels. This eliminates the need for signal distortion while maintaining ease of operation, as the thresholds are generated automatically based on detected symbols.

Inventive Principle:
Principle #13The other way round (Inversion)

Solution Approach 2:

The detection threshold parameter is changed from a single fixed value to multiple variable values that correspond to different symbol levels. This parameter transformation allows accurate detection across varying signal conditions without requiring signal adaptation that would degrade measurement precision.

Inventive Principle:
Principle #35Parameter changes

3Measurement precision

If multiple detection thresholds are used, then measurement precision improves, but device complexity increases

Engineering Contradiction:
Improvetiming characteristic evaluation accuracyVSAvoiddetection threshold system complexity
Core Design Contradiction:
Measurement precisionVSDevice complexity

Solution Approach 1:

The measurement system generates its own multiple detection thresholds automatically based on the detected symbols from the input signal. This self-service approach eliminates the need for external calibration or complex pre-configuration, thereby improving precision while keeping the system relatively simple.

Inventive Principle:
Principle #25Self-service

Solution Approach 2:

The system uses feedback from detected symbols to dynamically select and apply appropriate detection thresholds. This feedback mechanism allows the system to adapt to different signal conditions automatically, achieving high measurement precision without requiring complex manual configuration or multiple fixed threshold circuits.

Inventive Principle:
Principle #23Feedback

Data Source

PatentUS10142066B1Jitter analysis systems and methods
Publication Date: 2018.11.27 KEYSIGHT TECHNOLOGIES INC
  • US10142066B1 patent drawing
  • US10142066B1 patent drawing
  • US10142066B1 patent drawing

AI summary

Various illustrative embodiments pertain to a signal quality evaluation system having a decision feedback equalizer (DFE) and a signal quality evaluator. The DFE receives an input signal containing symbols that represent digital data and uses the symbols to generate multiple detection thresholds. Each detection threshold is one of several detection thresholds that can be generated by the DFE by processing one or more symbols present in the input signal prior to a current clock cycle of a clock that is recovered from the input signal. The signal quality evaluator uses the detection thresholds provided by the DFE to detect transitions in the input signal. The signal quality evaluator may execute jitter measurements and/or time interval error (TIE) measurements by evaluating the transitions in the input signal.